Telemetry-Based Performance Analysis

A programme logs large volumes of data each session but debriefs are slow, unstructured and rarely change the run plan.

1. 01Audit available channels and remove redundant views.
2. 02Define a standard debrief layout: lap summary, sector deltas, corner reports.
3. 03Create math channels for combined-grip usage, brake release rate and throttle-pickup timing.

A fixed layout and a small set of purpose-built channels allow the same questions to be answered every session, in the same order, in less time.

• Most decisions relied on a handful of channels — the rest added noise.
• Brake release rate correlated closely with entry-phase time loss.
• A standard workflow made session-to-session progress visible.

Faster, more consistent debriefs return time to the run plan and make the driver's improvements measurable.

Better analysis is often less analysis — the right channels, viewed the same way, every time.